Applied Computer Sciences in Engineering 9th Workshop on Engineering Applications, WEA 2022, Bogotá, Colombia, November 30 – December 2, 2022, Proceedings /
Applied Computer Sciences in Engineering 9th Workshop on Engineering Applications, WEA 2022, Bogotá, Colombia, November 30 – December 2, 2022, Proceedings / [electronic resource] :
edited by Juan Carlos Figueroa-García, Carlos Franco, Yesid Díaz-Gutierrez, Germán Hernández-Pérez.
- 1st ed. 2022.
- XIII, 486 p. 230 illus., 185 illus. in color. online resource.
- Communications in Computer and Information Science, 1685 1865-0937 ; .
- Communications in Computer and Information Science, 1685 .
Artificial Intelligence -- Comparison of Higher-order Approximations to Solve Dynamical Systems using Interval Constraint Solving -- Globally explainable AutoML evolved models of corporate credit risk -- Bioactivity Predictors for the Inhibition of Staphylococcus aureus Quinolone Resistance Protein -- Comparison of Named Entity Recognition Methods on Real-World and Highly Imbalanced Business Document Datasets -- Colombian Dialect Recognition From Call-Center Conversations Using Fusion Strategies -- Risk Automatic Prediction for Social Economy Companies using Camels -- Energy Performance Estimation in a Hybrid System using Clustering and Data Visualization algorithms -- Classification of fruits integrating machine vision and colaborative robotics -- Artificial Intelligence for for Prevention of Breast Cancer -- Predictive method proposal for a manufacturing system with industry 4.0 technologies -- Artificial Intelligence Methods to Solve Energy Transmission Problems Through Data Analysis from Different Data Sources -- A knowledge-based expert system for risk management in health audit projects -- Effect of speckle filtering in the performance of segmentation of ultrasound images using CNNs -- Multivariate Financial Time Series Forecasting with Deep Learning -- Optimization -- The Notion of the Quasicentral Path in Linear Programming -- P-Median equivalence and Partitioning in Logistics Problems -- A Hybrid Algorithm based on Ant Colony System for Flexible Job Shop -- Cost optimization of an assembly sequence of an electric propulsion module of an electro-solar boat -- Hybrid ILS-VND Algorithm for the Vehicle Routing Problem with Release Times -- The organization of fruit collection transport in conditions of extreme rurality: A rural cVRP case -- Design of electric vessels test routes using image processing and optimization techniques -- Optimization of Routes for Covered Walkways at University Campus by Kruskal Algorithm -- Stating on French troop allocation optimization in World War 1 via a hierarchic-transport model clio-combinatorics approach -- Simulation -- Methodology for selecting scenarios in improvement process with Agent-Based Simulation Model For The Validation Of An Organizational Structure Aiming At Self-Organization And Increasing Agilitymultiple performance measures -- Replicator dynamics of the Hawk-Dove game with Agent-based simulation -- Food availability dynamic model for Colombia -- A Low-cost 3D Mapping System for Indoor Scenes Based on a 2D LiDAR on-board an UGV -- Power simulation process through the analysis of geometry, irradiance and interconnection impact in photovoltaic roof tiles -- Temperature performance simulation in a solar-electric vessel battery design -- Simulation and Prototype of Flexible Sensor Devices using Graphite on Paper Substrate -- software for simulating robot swarm aggregation -- Full State Feedback of DC-Motor Position and Speed Control Using LQR and Kalman Filter -- Applications -- Experimental data-driven insertion force analyses of hypodermic needles in a soft tissue with an in-house test bench -- Simulation based GNU radio tool for DSP significant learning -- Design of a self-adjusting reactive power compensation prototype for residential application -- A Machine Learning Based Command Voice Recognition Interface -- Photovoltaic Power Predictor Module based on Historical Production and Weather Conditions Data -- Vehicle Detection and Counting Framework in aerial images based on SoC-FPGA.
This book constitutes the proceedings of the 9th Workshop on Engineering Applications on Applied Computer Sciences in Engineering, WEA 2022, which took place in Bogotá, Colombia, in November/December 2022. The 39 papers presented in this volume were carefully reviewed and selected from 143 submissions. They were organized in topical sections as follows: Artificial Intelligence; Optimization; Simulation; and Applications.
9783031206115
10.1007/978-3-031-20611-5 doi
Software engineering.
Artificial intelligence.
Computer networks .
Application software.
Computer systems.
Social sciences--Data processing.
Software Engineering.
Artificial Intelligence.
Computer Communication Networks.
Computer and Information Systems Applications.
Computer System Implementation.
Computer Application in Social and Behavioral Sciences.
QA76.758
005.1
Artificial Intelligence -- Comparison of Higher-order Approximations to Solve Dynamical Systems using Interval Constraint Solving -- Globally explainable AutoML evolved models of corporate credit risk -- Bioactivity Predictors for the Inhibition of Staphylococcus aureus Quinolone Resistance Protein -- Comparison of Named Entity Recognition Methods on Real-World and Highly Imbalanced Business Document Datasets -- Colombian Dialect Recognition From Call-Center Conversations Using Fusion Strategies -- Risk Automatic Prediction for Social Economy Companies using Camels -- Energy Performance Estimation in a Hybrid System using Clustering and Data Visualization algorithms -- Classification of fruits integrating machine vision and colaborative robotics -- Artificial Intelligence for for Prevention of Breast Cancer -- Predictive method proposal for a manufacturing system with industry 4.0 technologies -- Artificial Intelligence Methods to Solve Energy Transmission Problems Through Data Analysis from Different Data Sources -- A knowledge-based expert system for risk management in health audit projects -- Effect of speckle filtering in the performance of segmentation of ultrasound images using CNNs -- Multivariate Financial Time Series Forecasting with Deep Learning -- Optimization -- The Notion of the Quasicentral Path in Linear Programming -- P-Median equivalence and Partitioning in Logistics Problems -- A Hybrid Algorithm based on Ant Colony System for Flexible Job Shop -- Cost optimization of an assembly sequence of an electric propulsion module of an electro-solar boat -- Hybrid ILS-VND Algorithm for the Vehicle Routing Problem with Release Times -- The organization of fruit collection transport in conditions of extreme rurality: A rural cVRP case -- Design of electric vessels test routes using image processing and optimization techniques -- Optimization of Routes for Covered Walkways at University Campus by Kruskal Algorithm -- Stating on French troop allocation optimization in World War 1 via a hierarchic-transport model clio-combinatorics approach -- Simulation -- Methodology for selecting scenarios in improvement process with Agent-Based Simulation Model For The Validation Of An Organizational Structure Aiming At Self-Organization And Increasing Agilitymultiple performance measures -- Replicator dynamics of the Hawk-Dove game with Agent-based simulation -- Food availability dynamic model for Colombia -- A Low-cost 3D Mapping System for Indoor Scenes Based on a 2D LiDAR on-board an UGV -- Power simulation process through the analysis of geometry, irradiance and interconnection impact in photovoltaic roof tiles -- Temperature performance simulation in a solar-electric vessel battery design -- Simulation and Prototype of Flexible Sensor Devices using Graphite on Paper Substrate -- software for simulating robot swarm aggregation -- Full State Feedback of DC-Motor Position and Speed Control Using LQR and Kalman Filter -- Applications -- Experimental data-driven insertion force analyses of hypodermic needles in a soft tissue with an in-house test bench -- Simulation based GNU radio tool for DSP significant learning -- Design of a self-adjusting reactive power compensation prototype for residential application -- A Machine Learning Based Command Voice Recognition Interface -- Photovoltaic Power Predictor Module based on Historical Production and Weather Conditions Data -- Vehicle Detection and Counting Framework in aerial images based on SoC-FPGA.
This book constitutes the proceedings of the 9th Workshop on Engineering Applications on Applied Computer Sciences in Engineering, WEA 2022, which took place in Bogotá, Colombia, in November/December 2022. The 39 papers presented in this volume were carefully reviewed and selected from 143 submissions. They were organized in topical sections as follows: Artificial Intelligence; Optimization; Simulation; and Applications.
9783031206115
10.1007/978-3-031-20611-5 doi
Software engineering.
Artificial intelligence.
Computer networks .
Application software.
Computer systems.
Social sciences--Data processing.
Software Engineering.
Artificial Intelligence.
Computer Communication Networks.
Computer and Information Systems Applications.
Computer System Implementation.
Computer Application in Social and Behavioral Sciences.
QA76.758
005.1